Format of datetime in pyplot axis

Question

I am trying to plot some data against a list of datetime objects in the x axis with pyplot. However the dates appear as the standard format, which is %Y-%m-%d %H:%M:%S (way too long). I can circumvent this by creating a list of date strings with strftime and use that instead. I also know that there is some kind of date object intrinsic for pyplot which I could use instead of datetime.

Is there a way to tell pyplot in which format to plot the datetimeobjects however? Without having to transform everything to string or another kind of object?

Thank you.

Julien Spronck · Accepted Answer · 2015-04-30 13:23:25Z

38

You can use DateFormatter:

fig = plt.figure()
ax = fig.add_subplot(111)
ax.plot(your_dates, your_data)

# format your data to desired format. Here I chose YYYY-MM-DD but you can set it to whatever you want.
import matplotlib.dates as mdates
ax.xaxis.set_major_formatter(mdates.DateFormatter('%Y-%m-%d'))

# rotate and align the tick labels so they look better
fig.autofmt_xdate()

edited Apr 30, 2015 at 13:23

answered Apr 30, 2015 at 13:14

Julien Spronck

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ImportanceOfBeingErnest · Accepted Answer · 2017-11-28 22:12:44Z

20

Apart from manually specifying the datetime format for the axes as shown in the other answer, you may use rcParams to set the format.

The standard is

# date.autoformatter.year     : %Y
# date.autoformatter.month    : %Y-%m
# date.autoformatter.day      : %Y-%m-%d
# date.autoformatter.hour     : %m-%d %H
# date.autoformatter.minute   : %d %H:%M
# date.autoformatter.second   : %H:%M:%S
# date.autoformatter.microsecond   : %M:%S.%f

You may change that in the matplotlib rc file,
or inside the code via

plt.rcParams["date.autoformatter.minute"] = "%Y-%m-%d %H:%M:%S"

answered Nov 28, 2017 at 22:12

ImportanceOfBeingErnest

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4 Comments

ImportanceOfBeingErnest Over a year ago

Unlike the downvote might suggest, this method is working nicely and even saves some typing compared to other options.

fdetsch Over a year ago

I agree, this is totally sufficient to solve the issue.

Dimitri Coukos Over a year ago

What is the library used for date.autoformatter?

Fred Over a year ago

The other answer didn't work for me, this is the only one that has worked.

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